Privacy-Preserving in Edge Computing

Gao, Longxiang, Luan, Tom H., Gu, Bruce

  • 出版商: Springer
  • 出版日期: 2022-06-03
  • 售價: $6,780
  • 貴賓價: 9.5$6,441
  • 語言: 英文
  • 頁數: 128
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811622019
  • ISBN-13: 9789811622014
  • 海外代購書籍(需單獨結帳)

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Chapter 1 The Foundation of Edge Computing

1.1 Definition of Edge Computing

1.2 System Architecture of Edge Computing

1.3 Edge Computing vs Cloud Computing

1.4 Advantages of Edge Computing

Chapter 2 Privacy issues in Edge Computing

2.1 Research Challenges of Privacy Preserving in Edge Computing

2.2 Context-Aware Privacy Preserving

2.3 Location-Aware Privacy Preserving

Chapter 3 Context-Aware Privacy Preserving in Edge Computing

3.1 System Modeling

3.2 System Analysis

3.3 Reinforcement Learning in Optimal Defense Strategy

3.4 Performance Evaluation

Chapter 4 Location-Aware Privacy Preserving in Edge Computing

4.1 System Modeling

4.2 System Analysis

4.3 Differential Privacy Protection Scheme

4.4 Performance Evaluation

4.5 From Automation to Intelligence

Chapter 5 Blockchain based Decentralized Privacy in Edge Computing

5.1 System Modeling

5.2 System Analysis

5.3 Blockchain enabled Federated Learning

5.4 Decentralized Privacy-Preserving Protocols

Chapter 6 Conclusion and Future Work

6.1 Conclusion

6.2 Future Work